Learning by doing in healthcare: from methodology to measurable outcomes

Every program says it values learning by doing. Few can show what it produced. That gap is the problem an accreditation officer lives with: a methodology you cannot measure is a slogan, and a slogan does not survive a site visit. The fix is not more conviction — it is tying each claimed skill to a place where it is observed and recorded.

The idea has a rigorous lineage: Kolb’s experiential learning cycle — concrete experience, reflection, conceptualisation, active experimentation — and the deliberate-practice research that explains how experts are actually made. Both say the same thing in different words: competence is built by cycling through attempts and structured reflection, not by accumulating exposure.

Health professions education adopted the language earlier than the practice. Clinical placements were assumed to provide the doing — but placements are opportunistic: what a student practises depends on who happens to walk through the door. A method needs the reps to be designed, not hoped for.

Turning the motto into a system takes four design moves, none of them exotic:

• Map each competency the programme claims to a concrete activity where it is performed, not described.
• Schedule repetition: one attempt is a demonstration; improvement needs the second and third, with feedback between them.
• Record the attempt — video, transcript or simulation log — so assessment reads evidence instead of memory.
• Debrief against a rubric, so the student leaves knowing exactly what to change on the next rep.

Simulation — physical or virtual — is simply the cheapest place to run this loop, because the patient is always available and the failure costs nothing.

Accreditation reviewers do not dispute the philosophy; they ask where it leaves a trace. Course guides that say “practical orientation” are weightless unless something observable backs them: attempt logs, rubric scores over time, examples of feedback given and acted on. The programmes that pass this test are not the ones with the best prose — they are the ones where any claimed skill can be traced to recorded practice within minutes.